Evidence map›Paper›PMID 36108719›Full record

ArticleEnvironmental research2022

Childhood exposure to per- and polyfluoroalkyl substances and neurodevelopment in the CHARGE case-control study.

Jiwon Oh, Hyeong-Moo Shin, Kurunthachalam Kannan, Stefanie A Busgang, Rebecca J Schmidt, Julie B Schweitzer, Irva Hertz-Picciotto, Deborah H Bennett

Open access · hybridAbstract read
In one paragraph

Article in Environmental research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
3.2field-weighted citation impact, top 8% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 34 citations in OpenAlex.

  1. Review
  2. Article
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  4. Article
  5. Combined Effects of PFAS and Metals on Cognitive Function.Environments (Basel, Switzerland) · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 5 institutions in 1 country.

Jiwon OhDepartment of Public Health Sciences, University of California at Davis (UC Davis), Davis, CA, USA. Electronic address: jiwoh@ucdavis.edu.
Hyeong-Moo ShinDepartment of Environmental Science, Baylor University, Waco, TX, USA.
Kurunthachalam KannanDivision of Environmental Health Sciences, Wadsworth Center, New York State Department of Health, Albany, NY, USA; Department of Environmental Health Sciences, University at Albany, State University of New York, Albany, NY, USA; Department of Pediatrics and Department of Environmental Medicine, New York University School of Medicine, New York, NY, USA.
Stefanie A BusgangDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Rebecca J SchmidtDepartment of Public Health Sciences, University of California at Davis (UC Davis), Davis, CA, USA; UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, Sacramento, CA, USA.
Julie B SchweitzerUC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, Sacramento, CA, USA; Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California at Davis (UC Davis), Sacramento, CA, USA.
Irva Hertz-PicciottoDepartment of Public Health Sciences, University of California at Davis (UC Davis), Davis, CA, USA; UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, Sacramento, CA, USA.
Deborah H BennettDepartment of Public Health Sciences, University of California at Davis (UC Davis), Davis, CA, USA.
University of California Davis Medical Center · USUniversity of California, Davis · USAlbany State University · USBaylor University · USIcahn School of Medicine at Mount Sinai · US

Funding

Statistical Services and Methods Development ResourceU2CES026555 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI TEITELBAUM, SUSAN L · 2015 to 2025
$26.4M
UC Davis Environmental Health Sciences Core CenterP30ES023513 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Ameer Taha · 2015 to 2026
$26.0M
Revisiting ReCHARGE: ECHO Follow up on Middle Childhood and AdolescenceUH3OD023365 · OD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Deborah Hall Bennett, Irva Hertz-Picciotto · 2018 to 2026
$21.9M
Wadsworth Center's Human Health and Exposure Analysis Resource (WC-HHEAR)U2CES026542 · NIEHS · WADSWORTH CENTER · PI KANNAN, KURUNTHACHALAM, KANNAN, KURUNTHACHALAM · 2015 to 2025
$15.6M
Research Project: Pathologic Significance of Maternal AutoantibodiesP50HD103526 · NICHD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI LEONARD J. ABBEDUTO, Melissa Dawn Bauman · 2020 to 2026
$9.7M
Autism Risk, Prenatal Environmental Exposures, and Pathophysiologic MarkersR01ES020392 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI HERTZ-PICCIOTTO, IRVA, OZONOFF, SALLY · 2011 to 2015
$9.0M
Rodent Behavior CoreU54HD079125 · NICHD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI HAGERMAN, RANDI J. · 2013 to 2019
$8.5M
National Exposure Assessment Laboratory at EmoryU2CES026560 · NIEHS · EMORY UNIVERSITY · PI MILLER, GARY W · 2015 to 2015
$8.3M
The CHARGE Study Phase II: A Multifactorial Approach to Autism EtiologyR01ES031701 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BENNETT, DEBORAH HALL, HERTZ-PICCIOTTO, IRVA · 2020 to 2025
$8.3M
Revisiting ReCHARGE: ECHO Follow up on Middle Childhood and AdolescenceUG3OD023365 · OD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI BENNETT, DEBORAH HALL, HERTZ-PICCIOTTO, IRVA · 2016 to 2024
$6.4M
BUILDS MARBLES: Biorepository Upkeep and Infrastructure for Longitudinal Data Sharing for MARBLESR24ES028533 · NIEHS · UNIVERSITY OF CALIFORNIA AT DAVIS · PI Brittany D. Chambers Butcher, Rebecca Jean Schmidt · 2017 to 2026
$2.3M
NICHD NIH HHS P50 HD103526NICHD NIH HHS U54 HD079125NIEHS NIH HHS P30 ES023513NIEHS NIH HHS R01 ES020392NIEHS NIH HHS R01 ES031701NIEHS NIH HHS R24 ES028533NIEHS NIH HHS U2C ES026542NIEHS NIH HHS U2C ES026555NIEHS NIH HHS U2C ES026560NIH HHS UG3 OD023365NIH HHS UH3 OD023365
6 · The paper itself

Abstract

backgroundPer- and polyfluoroalkyl substances (PFAS) are shown to have neurotoxic effects on animals, but epidemiological evidence for associations between childhood PFAS exposure and neurodevelopment is inconclusive. We examined if childhood PFAS concentrations are associated with a diagnosis of autism spectrum disorder (ASD), developmental delay (DD), and other early concerns (OEC) in development.

methodsWe included 551 children 2-5 years old from the CHildhood Autism Risks from Genetics and Environment (CHARGE) case-control study. Children were clinically diagnosed and classified as having ASD, DD, OEC, and typical development (TD). Fourteen PFAS were quantified in child serum samples collected when diagnostic assessments were performed. We used multinomial logistic regression models to investigate the cross-sectional associations of individual PFAS concentrations with neurodevelopmental outcomes and weighted quantile sum (WQS) regression models with repeated holdout validation to investigate the associations with PFAS mixtures.

resultsChildhood perfluorooctanoic acid (PFOA) was associated with increased odds of ASD (odds ratio [OR] per ln ng/mL increase: 1.99, 95% confidence interval [CI]: 1.20, 3.29) and DD (OR: 2.16, 95% CI: 1.21, 3.84) versus TD. Perfluoroheptanoic acid (PFHpA) was associated with increased odds of ASD (OR: 1.61, 95% CI: 1.21, 2.13). However, perfluroundecanoic acid (PFUnDA) was associated with decreased odds of ASD (OR: 0.43, 95% CI: 0.26, 0.69). From mixture analyses, the WQS index was associated with increased odds of ASD (average OR: 1.57, 5th and 95th percentile: 1.16, 2.13). Child's sex and homeownership modified associations of perfluorodecanoic acid (PFDA) with DD and ASD, respectively.

conclusionsIn this case-control study, childhood PFOA, PFHpA, and a PFAS mixture was associated with increased odds of ASD, while PFUnDA was associated with decreased odds of ASD. Because we used concurrent measurements of PFAS, our results do not imply causal relationships and thus need to be interpreted with caution.

Indexed as

Alkanesulfonic AcidsAutism Spectrum DisorderAutistic DisorderEnvironmental PollutantsFluorocarbonsCaprylatesCase-Control StudiesChildCross-Sectional StudiesHumansAlkanesulfonic AcidsCaprylatesEnvironmental PollutantsFluorocarbonsperfluorooctanoic acidAutism Spectrum DisorderChildhood exposureMixturesNeurodevelopmentPer- and polyfluoroalkyl substances

Identifiers

PMID36108719
PMCPMC9976729
OpenAlexW4296010077

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.